Smart Truck Tech: How McNeilus is Bringing High-Tech to Refuse Fleets with CartSeeker™

McNeilus Zero Radius side-loader garbage truck outfitted with smart automation is a proven marvel. High-tech systems like CartSeeker™ allow these trucks to quickly identify and grab curbside carts, while the ClearSky™ platform lets fleet managers monitor operations in real time.

Modern refuse collection is undergoing a technological revolution. Fleet owners who purchase garbage trucks are now looking beyond engine specs and hopper size – they want smart truck tech that boosts efficiency and cuts costs. McNeilus is at the forefront of this trend. With innovations like the CartSeeker™ curbside automation system and the ClearSky™ telematics platform, McNeilus is transforming everyday garbage trucks into high-tech productivity machines. These systems use artificial intelligence (AI) and real-time data to streamline operations, save time at each stop, reduce maintenance downtime, and enhance safety across an entire fleet.

AI-Powered CartSeeker™: Smarter, Faster Curbside Collection

CartSeeker™ is an AI-driven automation system that acts like an extra set of eyes for side-loading garbage trucks. It uses cameras and sensors (including light detection and ranging technology) to identify the exact location of trash carts on the curb, then automatically controls the truck’s robotic arm to grab and dump the carts – all with the push of a button. In essence, it replaces much of the manual joystick work a driver would normally do to line up and empty each bin. The moment the system’s cameras spot a curbside cart, it computes the cart’s coordinates and guides the hydraulic arm to autonomously align, lift, and empty the bin, then set it back down precisely where it was. The driver simply pulls up near the cart, presses “Go,” and CartSeeker™ handles the rest. If needed, a manual mode is always available – but in typical operation the AI does the heavy lifting (literally) in one smooth cycle.

What Would an 8% Reduction in Route Costs Mean to Your Carting Business?

This smart automation delivers impressive efficiency benefits. By taking over the precise movements of bin pick-up, CartSeeker™ speeds up the collection cycle at each stop and makes pickup times more consistent. McNeilus reports that integrating this technology can reduce overall collection costs by as much as 8%. Much of that savings comes from time: the system helps with cycle times, meaning each stop’s lift-and-dump sequence is faster and more predictable. Even a few seconds saved per stop adds up enormously on a dense route.

For example, if an automated arm alignment saves 5 seconds per pick-up, a truck servicing 800 bins in a shift would finish around 4,000 seconds (~1.1 hours) sooner. Over a 5-day week that’s 5.5 hours saved per truck, and in a year well over 250 hours. Multiply that across a fleet of 50 trucks and you recoup on the order of 12,500+ hours of labor annually – equivalent to having several extra trucks running without hiring more drivers.

How Does it Achieve These Refuse Route Time Improvements?

How does CartSeeker™ achieve these savings? First, the AI vision is extremely robust. CartSeeker™’s recognition system has a 96% success rate in identifying carts under a wide range of real-world conditions. Whether bins are dark brown or bright blue, at various angles to the street, partially obstructed, or even overflowing with trash and with lids open, the system can still pinpoint them It compensates for different lighting (full sun, shade, or rain) and can distinguish a garbage cart from surrounding objects or even adjacent carts. This high accuracy means the truck almost never “misses” a bin or knocks it over – mistakes that would otherwise force the driver to stop and reposition the truck or manually adjust the cart (wasting time and risking injury). Instead, CartSeeker reliably grabs the container on the first attempt and empties it cleanly, then returns it upright. Drivers no longer need to inch the truck back and forth to get perfect alignment or hop out of the cab to upright a tipped bin – the AI handles it in one go. As McNeilus puts it, CartSeeker “identifies waste carts and automates alignment and the lift arm’s dump cycle to help improve operational efficiency”. In addition, the automated motion is optimized for speed and smoothness, likely shaving a few seconds off each lift compared to the average human-controlled cycle.

Drivers Will Love CartSeeker™ Almost as Much as Good Air Conditioning…

Another major advantage is reduced driver fatigue and training time. Operating a side-loader’s hydraulic arm by joystick for hundreds of stops per day is a skill-intensive and tiring task. New drivers typically face a steep learning curve to become quick and accurate at it. CartSeeker™’s AI assistance dramatically shortens the learning curve – even a relatively inexperienced driver can rely on the system to correctly target and dump carts, immediately achieving proficient productivity. This means training new drivers is faster and less costly, which is crucial as many waste haulers struggle with driver turnover. Seasoned drivers benefit too: by offloading the repetitive fine motor control to automation, drivers experience less fatigue and stress during the route. They can focus more on safely driving between stops and situational awareness (watching for pedestrians, traffic, etc.), letting the machine handle the precise bin pick-up movements. In fact, CartSeeker™ also reduces how often drivers need to leave the cab, improving safety and keeping routes on schedule. Fewer stops where a driver must get out (for example, to reposition a mis-aimed bin) not only save time but also lower the risk of slips, trips, or traffic accidents on busy streets.

Four (4) Efficiency Improvement Promises

CartSeeker™’s contribution to route productivity is multi-faceted: faster pickups, fewer errors, less downtime per stop, and more consistent performance across different drivers. The net effect is a significant boost in route efficiency at the push of a button. Consider a city where each garbage truck makes thousands of stops per week – automating a few seconds here and there quickly translates into being able to add extra blocks to the route, or finish early enough to save fuel and personnel hours. It’s no surprise that McNeilus’s Zero Radius side-loader equipped with CartSeeker™ was showcased as a breakthrough in 2021, bringing “artificial intelligence to curbside waste collection, reducing costs by 8%” in that model’s debut.  CartSeeker™ lets each truck service more households in less time, directly benefiting fleet owners’ bottom line.

Non-Standardized Bins not Perfectly Aligned to the Curb?  No problem…

Beyond raw speed, CartSeeker™ also improves reliability and service quality. The system’s ability to handle various bin positions and conditions means fewer missed pickups or spilled messes. Fleet managers can expect more predictable route completion times since the machine doesn’t get “tired” or inconsistent – the last pickup of the day is as efficient as the first. This predictability simplifies scheduling and can even reduce the number of trucks needed for a given area, since each automated truck covers its route faster. And because drivers are less fatigued, their driving between stops can be safer and more fuel-efficient (no rushing to catch up on lost time). All these factors contribute to a lower total cost of ownership (TCO) for trucks equipped with CartSeeker™. As an innovation purpose-built for refuse fleets, CartSeeker exemplifies how AI and automation can tackle the unique challenges of waste collection – improving productivity on every street while keeping drivers safer and less stressed.

The Features of Tomorrow are Here Today – Put Them to Work For You

McNeilus’s CartSeeker™ system brings powerful AI automation to side-loading garbage trucks, using advanced vision technology to detect curbside carts and precisely control the robotic arm—all at the push of a button. With a 96% success rate in real-world conditions, CartSeeker™ reduces the time spent per stop by up to 5 seconds, leading to massive savings: one truck can gain over 350 hours of productivity annually, and a 50-truck fleet can reclaim more than 17,500 hours. This boost in efficiency translates into fewer missed pickups, faster training for new drivers, lower operating costs, and reduced driver fatigue. Purpose-built for the challenges of modern waste collection, CartSeeker™ turns seconds into serious savings—delivering speed, safety, and consistency across every route.

SOURCES:

• McNeilus Truck & Manufacturing – CartSeeker™ and ClearSky™ Product Information
  Learn more about McNeilus’s advanced refuse truck technology directly from the source. Explore CartSeeker™’s AI capabilities and the ClearSky™ telematics platform.
  https://www.mcneilusgarbagetrucks.com

• Waste Today & Recycling Product News – WasteExpo Technology Coverage
  Industry coverage of cutting-edge technology showcased by McNeilus at WasteExpo, including automation systems and smart fleet tools.
  https://www.wastetodaymagazine.com

• Government Fleet – CartSeeker™ Launch & Field Use Insights
  Government-focused reporting on CartSeeker’s debut and the real-world impact of AI automation in refuse collection operations.
  https://www.government-fleet.com

• Firematic Heavy Duty – McNeilus Dealer Technical Insights
  Dealer-level insights into McNeilus equipment, technology integration, and field deployment from trusted sales and service partners.
  https://firematicheavyduty.com

• Motive – Fleet Technology Report on Downtime, Safety & Telematics ROI
  Research-backed data on how telematics and predictive maintenance reduce downtime, increase safety, and cut fleet costs—supporting ClearSky’s value proposition.
  https://www.gomotive.com